{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/nvcf","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b","json_url":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b/signal.json","generated_at":"2026-06-11T02:51:49.095526+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b","signal_json":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b/signal.json","source":"https://github.com/NVIDIA/nvcf","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/nvcf (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nvcf · language Go · New NVIDIA repo for NVCF; moderate 161 stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/nvcf","source_host":"github.com","occurred_at":"2026-04-01T19:22:14+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","context":"Go"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/nvcf","source":"source"},{"label":"Language","value":"Go","source":"source"},{"label":"Stars","value":"164","source":"traction"},{"label":"Notability","value":"New NVIDIA repo for NVCF; moderate 161 stars","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/nvcf"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:49.095526+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/nvcf","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze NVIDIA's repo signal \"NVIDIA/nvcf\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nvcf","text":"NVIDIA published repo NVIDIA/nvcf."},{"subject":"NVIDIA/nvcf","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nvcf is classified as repo signal."},{"subject":"NVIDIA/nvcf","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nvcf belongs to repos desk."},{"subject":"NVIDIA/nvcf","predicate":"has context","object":"Go","text":"NVIDIA/nvcf has context Go."},{"subject":"NVIDIA/nvcf","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvcf has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/nvcf","predicate":"has captured page count","object":"1","text":"NVIDIA/nvcf has captured page count 1."},{"subject":"NVIDIA/nvcf","predicate":"has readable page count","object":"1","text":"NVIDIA/nvcf has readable page count 1."},{"subject":"NVIDIA/nvcf","predicate":"has related signal count","object":"6","text":"NVIDIA/nvcf has related signal count 6."},{"subject":"NVIDIA/nvcf","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"NVIDIA/nvcf has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"NVIDIA/nvcf","predicate":"has source host","object":"github.com","text":"NVIDIA/nvcf has source host github.com."},{"subject":"NVIDIA/nvcf","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/nvcf has lab NVIDIA."},{"subject":"NVIDIA/nvcf","predicate":"has signal desk","object":"repos","text":"NVIDIA/nvcf has signal desk repos."},{"subject":"NVIDIA/nvcf","predicate":"has source host","object":"github.com","text":"NVIDIA/nvcf has source host github.com."},{"subject":"NVIDIA/nvcf","predicate":"has repository","object":"NVIDIA/nvcf","text":"NVIDIA/nvcf has repository NVIDIA/nvcf."},{"subject":"NVIDIA/nvcf","predicate":"has language","object":"Go","text":"NVIDIA/nvcf has language Go."},{"subject":"NVIDIA/nvcf","predicate":"has stars","object":"164","text":"NVIDIA/nvcf has stars 164."},{"subject":"NVIDIA/nvcf","predicate":"has notability","object":"New NVIDIA repo for NVCF; moderate 161 stars","text":"NVIDIA/nvcf has notability New NVIDIA repo for NVCF; moderate 161 stars."},{"subject":"NVIDIA/nvcf","predicate":"has watch term","object":"Eval methodology","text":"NVIDIA/nvcf has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/nvcf (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nvcf · language Go · New NVIDIA repo for NVCF; moderate 161 stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nvcf","text":"NVIDIA published repo NVIDIA/nvcf."},{"subject":"NVIDIA/nvcf","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nvcf is classified as repo signal."},{"subject":"NVIDIA/nvcf","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nvcf belongs to repos desk."},{"subject":"NVIDIA/nvcf","predicate":"has context","object":"Go","text":"NVIDIA/nvcf has context Go."},{"subject":"NVIDIA/nvcf","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvcf has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e840312a-4559-4560-8546-4459bbb6bb8b","url":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b","json_url":"https://onlylabs.fyi/signals/e840312a-4559-4560-8546-4459bbb6bb8b/signal.json","source_url":"https://github.com/NVIDIA/nvcf","title":"NVIDIA/nvcf","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-04-01T19:22:14+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/nvcf"]},"facets":{"repo":"NVIDIA/nvcf","language":"Go"},"traction":{"github_stars":164,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/NVIDIA/nvcf","final_url":"https://github.com/NVIDIA/nvcf","title":"NVIDIA/nvcf repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:49.095526+00:00","bytes":16566,"raw_path":"4c9cb0cf37a472c3ef1c4367a5f2b4f01400a4015e6f0e4130538087e1c3a1fb.json","content_hash":"82bfe1ed0ed2a9539155dfe5314be4e8d87bfefca578963e1856270774c03dba","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nvcf Description: NVIDIA Cloud Functions Language: Go License: Apache-2.0 Stars: 164 Forks: 14 Open issues: 8 Created: 2026-04-01T19:22:14Z Pushed: 2026-06-11T00:15:15Z Default branch: main Fork: no Archived: no README: ![NVCF banner](docs/user/images/nvcf-banner.svg) [![bazel](https://github.com/NVIDIA/nvcf/actions/workflows/bazel.yml/badge.svg?branch=main)](https://github.com/NVIDIA/nvcf/actions/workflows/bazel.yml?query=branch%3Amain) [Docs](https://docs.nvidia.com/nvcf/overview) | [Roadmap](https://github.com/NVIDIA/nvcf/issues/27) | [Installation](docs/user/installation.md) | [API Reference](docs/user/api.md) | [Contributing](CONTRIBUTING.md) | [build.nvidia.com Powered By NVCF](https://build.nvidia.com/) NVIDIA Cloud Functions NVIDIA Cloud Functions (NVCF) is a platform for deploying, managing, and running GPU-accelerated workloads at scale. It routes inference, streaming, and other GPU work to worker clusters, so you can scale demanding workloads with less infrastructure to run yourself. This monorepo contains NVCF service code, deployment assets, documentation, examples, CLI code, agent skills, and validation tooling. Architecture ![NVCF..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/nvcf","final_url":"https://github.com/NVIDIA/nvcf","title":"NVIDIA/nvcf repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:49.095526+00:00","bytes":16566,"raw_path":"4c9cb0cf37a472c3ef1c4367a5f2b4f01400a4015e6f0e4130538087e1c3a1fb.json","content_hash":"82bfe1ed0ed2a9539155dfe5314be4e8d87bfefca578963e1856270774c03dba","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nvcf Description: NVIDIA Cloud Functions Language: Go License: Apache-2.0 Stars: 164 Forks: 14 Open issues: 8 Created: 2026-04-01T19:22:14Z Pushed: 2026-06-11T00:15:15Z Default branch: main Fork: no Archived: no README: ![NVCF banner](docs/user/images/nvcf-banner.svg) [![bazel](https://github.com/NVIDIA/nvcf/actions/workflows/bazel.yml/badge.svg?branch=main)](https://github.com/NVIDIA/nvcf/actions/workflows/bazel.yml?query=branch%3Amain) [Docs](https://docs.nvidia.com/nvcf/overview) | [Roadmap](https://github.com/NVIDIA/nvcf/issues/27) | [Installation](docs/user/installation.md) | [API Reference](docs/user/api.md) | [Contributing](CONTRIBUTING.md) | [build.nvidia.com Powered By NVCF](https://build.nvidia.com/) NVIDIA Cloud Functions NVIDIA Cloud Functions (NVCF) is a platform for deploying, managing, and running GPU-accelerated workloads at scale. It routes inference, streaming, and other GPU work to worker clusters, so you can scale demanding workloads with less infrastructure to run yourself. This monorepo contains NVCF service code, deployment assets, documentation, examples, CLI code, agent skills, and validation tooling. Architecture ![NVCF..."}],"related_signals":[{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"69994713-c7b8-497a-9632-f22a985e3ab2","url":"https://onlylabs.fyi/signals/69994713-c7b8-497a-9632-f22a985e3ab2","source_url":"https://github.com/NVIDIA/instant-nurec","title":"NVIDIA/instant-nurec","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-22T18:08:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"8e495175-9ea0-4970-8f0c-bce8e6eeddbb","url":"https://onlylabs.fyi/signals/8e495175-9ea0-4970-8f0c-bce8e6eeddbb","source_url":"https://github.com/NVIDIA/nv-config-manager","title":"NVIDIA/nv-config-manager","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-21T20:26:37+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"20d352e8-82e7-477b-8bdf-923812420180","url":"https://onlylabs.fyi/signals/20d352e8-82e7-477b-8bdf-923812420180","source_url":"https://github.com/NVIDIA/nurec-skills","title":"NVIDIA/nurec-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-20T18:40:04+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"9ea31493-953e-4b1e-bdf1-e116d282f650","url":"https://onlylabs.fyi/signals/9ea31493-953e-4b1e-bdf1-e116d282f650","source_url":"https://github.com/NVIDIA/cosmos-framework","title":"NVIDIA/cosmos-framework","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T16:27:26+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"6d0e432a-4b75-4cda-880e-54189f717d5b","url":"https://onlylabs.fyi/signals/6d0e432a-4b75-4cda-880e-54189f717d5b","source_url":"https://github.com/NVIDIA/harmonizer","title":"NVIDIA/harmonizer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T15:39:32+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"}]}